Inferring Drug-Related Diseases Based on Convolutional Neural Network and Gated Recurrent Unit

Inferring Drug-Related Diseases Based on Convolutional Neural Network and Gated Recurrent Unit

Predicting novel uses for drugs using their chemical, pharmacological, and indication information contributes to minimizing costs and development periods. Most previous prediction methods focused on integrating the similarity and association information of drugs and diseases. However, they tended to...

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Bibliographic Details
Main Authors:	Ping Xuan, Lianfeng Zhao, Tiangang Zhang, Yilin Ye, Yan Zhang
Format:	Article
Language:	English
Published:	MDPI AG 2019-07-01
Series:	Molecules
Subjects:	drug-disease association prediction convolutional neural network gated recurrent unit attention mechanism at path level drug repositioning
Online Access:	https://www.mdpi.com/1420-3049/24/15/2712

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